
Patient Experience & Satisfaction Analysis
Analyze patient feedback and satisfaction metrics to identify service gaps
What You Can Do
You can systematically process qualitative and quantitative patient feedback to uncover patterns, root causes, and improvement opportunities across your hospital's service operations. Claude helps you analyze satisfaction surveys, complaints, and experience metrics to benchmark performance, identify quick wins versus long-term initiatives, and develop accountability frameworks that link patient feedback directly to departmental performance improvements.
Features
Process patient satisfaction survey results (HCAHPS, Press Ganey, internal surveys) to identify trends and statistical significance
Categorize and cluster complaints to distinguish systemic issues from isolated incidents
Apply frameworks to identify underlying causes behind negative feedback patterns
Generate prioritized, resource-aware improvement initiatives with measurable outcomes
Compare satisfaction metrics against peer hospitals and identify competitive gaps
Detect significant changes in satisfaction scores and flag emerging service issues
Create executive summaries and visualizations for governance and accreditation reviews
Link patient feedback to specific departments and create performance scorecards
Example Output
Input: Patient complaint dataset (50 complaints, Q3 2024) + HCAHPS survey results (400 responses) + staff feedback on implementation barriers
Output:
Top Issues by Frequency:
- Wait times (28% of complaints) — Emergency Department (45%), Outpatient clinic (35%)
- Communication gaps (22%) — Admission process, discharge instructions
- Cleanliness concerns (15%) — Patient bathrooms, patient room turnover time
Root Cause Analysis:
- ED wait times: Staffing shortage + registration bottleneck = 2-hour average wait
- Communication: No standardized handoff protocol between nursing shifts
- Cleanliness: Housekeeping staffing cuts (2 FTE reduction) affecting room turnover
Recommended Actions (Prioritized):
- Quick Win (30 days): Implement ED check-in text alerts + visual wait time display → Expected: 15% satisfaction lift
- Medium-term (90 days): Deploy SBAR communication template across nursing → Expected: 18% improvement in discharge clarity scores
- Strategic (6 months): Evaluate housekeeping staffing model and explore technology (e.g., digital room status) → Expected: 12-point HCAHPS cleanliness percentile improvement
What's Included
- SKILL.md: Complete instruction file with analysis framework and decision trees
- Survey Analysis Template: Structured format for inputting satisfaction survey data with key metric extraction
- Complaint Categorization Checklist: Taxonomy of common patient complaint categories and coding guidelines
- Action Plan Framework: Prioritization matrix (impact vs. effort/resource), accountability assignments, and timeline structure
- Benchmarking Worksheet: Peer comparison template and percentile analysis guide
Who It's For
- Hospital administrators and patient services directors managing overall patient experience strategy
- Quality improvement officers and performance analysts designing service enhancement initiatives
- Patient relations managers and complaint resolution coordinators processing feedback systematically
- Chief nursing officers addressing care delivery and communication satisfaction gaps
- Executive leadership preparing board reports on patient experience metrics and strategic priorities
Best For
- Analyzing quarterly or monthly patient satisfaction survey results to identify trends
- Processing complaint intake data to distinguish patterns from isolated issues
- Developing prioritized action plans that balance impact, resource constraints, and feasibility
- Creating benchmark comparisons against peer hospitals or national benchmarks
- Generating executive summaries and visualizations for board presentations and accreditation reviews







